Early detection of potentially-compromised email accounts
A method, system, and computer-usable medium are disclosed for establishing a reference outbound email volume rate for a user account, monitoring the user account to determine a current outbound email volume rate, determining a risk score based on the current outbound email volume rate and the reference outbound email volume rate, buffering outgoing emails of the user account if the risk score exceeds a threshold risk score, analyzing the buffered emails against one or more factors indicative of a probability of the buffered emails comprising spam, and responsive to analysis of the buffered emails against the one or more factors indicating that the user account is potentially compromised, quarantine the user account and prevent outbound mail from being delivered from the user account.
1. A computer-implemented method for managing network communication, comprising:
establishing a reference outbound email volume rate for a user account;
monitoring the user account to determine a current outbound email volume rate;
determining a risk score based on the current outbound email volume rate and the reference outbound email volume rate;
in response to the risk score exceeding a threshold risk score, buffering subsequent outgoing emails of the user account, wherein the buffering includes delaying delivery of the outgoing emails pending further analysis, and wherein the outgoing emails are not buffered if the risk score does not exceed the threshold risk score;
analyzing the buffered outgoing emails against one or more factors indicative of a probability of the buffered outgoing emails comprising spam; and
responsive to analysis of the buffered outgoing emails against the one or more factors indicating that the user account is potentially compromised, quarantining the user account and preventing outbound mail from being delivered from the user account;
wherein the one or more factors comprises an alphabetization of destination addresses for the buffered outgoing emails, and a measure of the number of destination addresses of the buffered outgoing emails which are freemail accounts.
2. The method of claim 1 , further comprising delivering the buffered outgoing emails responsive to analysis of the buffered outgoing emails against the one or more factors indicating that the user account is not potentially compromised.
3. The method of claim 1 , further comprising allowing delivery of buffered outgoing emails of the user account if the risk score is less than the threshold risk score.
4. The method of claim 1 , wherein the one or more factors comprises a number of unique domains to which the buffered outgoing emails are addressed.
5. The method of claim 1 , wherein the one or more factors comprises a user's use of one or more email clients to send the buffered outgoing emails.
6. The method of claim 1 , wherein the one or more factors comprises a length.
7. A system comprising:
a processor; and
a non-transitory, computer-readable storage medium comprising instructions executable by the processor and configured for:
establishing a reference outbound email volume rate for a user account;
monitoring the user account to determine a current outbound email volume rate;
determining a risk score based on the current outbound email volume rate and the reference outbound email volume rate;
in response to the risk score exceeding a threshold risk score, buffering subsequent outgoing emails of the user account, wherein the buffering includes delaying delivery of the outgoing emails pending further analysis, and wherein the outgoing emails are not buffered if the risk score does not exceed the threshold risk score;
analyzing the buffered outgoing emails against one or more factors indicative of a probability of the buffered outgoing emails comprising spam; and
responsive to analysis of the buffered outgoing emails against the one or more factors indicating that the user account is potentially compromised, quarantining the user account and preventing outbound mail from being delivered from the user account;
wherein the one or more factors comprises an alphabetization of destination addresses for the buffered outgoing emails, and a measure of the number of destination addresses of the buffered outgoing emails which are freemail accounts.
8. The system of claim 7 , the instructions further configured for delivering the buffered outgoing emails responsive to analysis of the buffered outgoing emails against the one or more factors indicating that the user account is not potentially compromised.
9. The system of claim 7 , the instructions further configured for delivery of buffered outgoing emails of the user account if the risk score is less than the threshold risk score.
10. The system of claim 7 , wherein the one or more factors comprises a number of unique domains to which the buffered outgoing emails are addressed.
11. The system of claim 7 , wherein the one or more factors comprises a user's use of one or more email clients to send the buffered outgoing emails.
12. The system of claim 7 , wherein the one or more factors comprises a length of subject lines of the buffered outgoing emails.
13. A non-transitory, computer-readable storage medium embodying computer program code, the computer program code comprising computer executable instructions configured for:
establishing a reference outbound email volume rate for a user account;
monitoring the user account to determine a current outbound email volume rate;
determining a risk score based on the current outbound email volume rate and the reference outbound email volume rate;
in response to the risk score exceeding a threshold risk score, buffering subsequent outgoing emails of the user account, wherein the buffering includes delaying delivery of the outgoing emails pending further analysis, and wherein the outgoing emails are not buffered if the risk score does not exceed the threshold risk score;
analyzing the buffered outgoing emails against one or more factors indicative of a probability of the buffered outgoing emails comprising spam; and responsive to analysis of the buffered outgoing emails against the one or more factors indicating that the user account is potentially compromised, quarantining the user account and preventing outbound mail from being delivered from the user account;
wherein the one or more factors comprises an alphabetization of destination addresses for the buffered outgoing emails, and a measure of the number of destination addresses of the buffered outgoing emails which are freemail accounts.
14. The storage medium of claim 13 , the instructions further configured for delivering the buffered outgoing emails responsive to analysis of the buffered outgoing emails against the one or more factors indicating that the user account is not potentially compromised.
15. The storage medium of claim 13 , the instructions further configured for delivery of buffered outgoing emails of the user account if the risk score is less than the threshold risk score.
16. The storage medium of claim 13 , wherein the one or more factors further comprises at least one of: a number of unique domains to which the buffered outgoing emails are addressed, a user's use of one or more email clients to send the buffered outgoing emails, and a length of subject lines of the buffered outgoing emails.